Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00
1.88
0.30/0.00
2.00
0.25
0.13
147.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 1.6
Best clustering variants
2 0.99/0.01 2 1.6
Parameters [8, 0.99, 0.01, 2] average weight 1.6 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 8 clusters
Cluster# (8)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
7.80
14.03
0.00/0.28
2.00
1.66
0.83
246.00
7.00
4.00
0
0.01
19.02
0.67/0.00
5.00
2.08
0.42
1367.00
3.80
17.36
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
195.00
2.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
128.00
3.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
192.00
4.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
4.00
10.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
17.00
11.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
41.00
13.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.28
7.80
14.03
2.00
1.66
0.83
246.00
7.00
4.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.83 | 10.91 | 1.00 | 26-07-29 11:39 | 5 | 7 | 🚨🇪🇺 | GOAL: WHAT A SPECTACULAR GOLAZO BY MORIS VALINCIC IN THE 112ND MINUTE OF THE EXTRA TIME!
0.83 | 10.91 | 1.00 | 26-07-29 11:39 | 9 | 11 | pic.twitter.com/SmHnbgjq6Y — TheGoalsZone (@TheGoalsZone) 🚨🇪🇺 | GOAL: WHAT A SPECTACULAR G...LINCIC IN THE 112ND MINUTE OF THE EXTRA TIME!
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.67/0.00
0.01
19.02
5.00
2.08
0.42
1367.00
3.80
17.36
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.00
0.00
0.00
1.00
0.00
0.00
195.00
2.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
7
0.00/0.00
0.00
0.00
1.00
0.00
0.00
128.00
3.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00/0.00
0.00
0.00
1.00
0.00
0.00
192.00
4.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.00
0.00
0.00
1.00
0.00
0.00
4.00
10.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-07-29 11:39 | 10 | 8 | WOW!
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.00
0.00
0.00
1.00
0.00
0.00
17.00
11.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-07-29 11:39 | 11 | 9 | 4-3 ON AGGREGATE!
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
41.00
13.00
0.00
OLD: TF-IDF K-Means (k=2) — 2 clusters
Cluster# (2)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
7.80
14.03
0.00/0.28
2.00
1.66
0.83
246.00
7.00
4.00
1
0.00
17.79
2.93/0.00
11.00
3.12
0.28
1944.00
5.64
20.78
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00/0.28
7.80
14.03
2.00
1.66
0.83
246.00
7.00
4.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.83 | 10.91 | 1.00 | 26-07-29 11:39 | 5 | 7 | 🚨🇪🇺 | GOAL: WHAT A SPECTACULAR GOLAZO BY MORIS VALINCIC IN THE 112ND MINUTE OF THE EXTRA TIME!
0.83 | 10.91 | 1.00 | 26-07-29 11:39 | 9 | 11 | pic.twitter.com/SmHnbgjq6Y — TheGoalsZone (@TheGoalsZone) 🚨🇪🇺 | GOAL: WHAT A SPECTACULAR G...LINCIC IN THE 112ND MINUTE OF THE EXTRA TIME!
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
2.93/0.00
0.00
17.79
11.00
3.12
0.28
1944.00
5.64
20.78
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.55 | 9.91 | 3.00 | 26-07-29 09:48 | 2 | 1 | Првиот натпревар минатата недела во Швајцарија заврши 1-1. На реваншот во Загреб Тун водеш...о 3. квалификациско коло во Лига на шампиони.
0.55 | 9.91 | 8.00 | 26-07-29 11:39 | 1 | 3 | Динамо беше пред елиминација од швајцарски Тун на домашен терен и се чинеше дека е пред си... минута, а тогаш црвен картон заработи Бурки.
0.48 | 8.18 | 3.00 | 26-07-29 09:48 | 3 | 2 | Првиот натпревар минатата недела во Швајцарија заврши 1-1. На реваншот во Загреб Тун водеш...а победа 3-2 и пласман понатаму на „модрите“.
0.47 | 6.78 | 3.00 | 26-07-29 09:48 | 1 | 0 | Динамо Загреб со голема доза на среќа го мина швајцарскиот првак Тун и се пласираше во 3. квалификациско коло во Лига на шампиони.
0.30 | 4.61 | 8.00 | 26-07-29 11:39 | 2 | 4 | Исклучувањето на стоперот резултираше со голема иницијатива на Динамо кој успеа да се врат... поголема опсада во дополнителните 30 минути.
0.29 | 4.49 | 8.00 | 26-07-29 11:39 | 4 | 6 | Фудбалерот на Динамо претрча 50-тина метри и испорача неодбранлив удар, па со оваа мајстор...то квалификациско коло во Лигата на шампиони.
0.25 | 3.57 | 8.00 | 26-07-29 11:39 | 3 | 5 | Тун одлично се бранеше до 112-та минута, а тогаш мајсторски гол постигна Валинчиќ кој предизвика и голема еуфорија на трибините.
0.22 | 1.79 | 8.00 | 26-07-29 11:39 | 11 | 9 | 4-3 ON AGGREGATE!
0.22 | 1.79 | 8.00 | 26-07-29 11:39 | 12 | 10 | Dinamo Zagreb 3-2 Thun.
0.00 | 0.00 | 8.00 | 26-07-29 11:39 | 10 | 8 | WOW!
0.00 | 0.00 | 8.00 | 26-07-29 11:39 | 13 | 12 | pic.twitter.com/SmHnbgjq6Y July 28, 2026.